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ArabicNewSplits7_B_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k15_task7_organization

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@@ -4,21 +4,21 @@ base_model: aubmindlab/bert-base-arabertv02
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  tags:
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  - generated_from_trainer
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  model-index:
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- - name: ArabicNewSplits7_B_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k14_task7_organization
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  results: []
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  ---
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  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
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  should probably proofread and complete it, then remove this comment. -->
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- # ArabicNewSplits7_B_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k14_task7_organization
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  This model is a fine-tuned version of [aubmindlab/bert-base-arabertv02](https://huggingface.co/aubmindlab/bert-base-arabertv02) on the None dataset.
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  It achieves the following results on the evaluation set:
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- - Loss: 0.6565
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- - Qwk: 0.3799
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- - Mse: 0.6565
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- - Rmse: 0.8102
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  ## Model description
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@@ -47,538 +47,263 @@ The following hyperparameters were used during training:
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  ### Training results
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- | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
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- |:-------------:|:-------:|:----:|:---------------:|:-------:|:------:|:------:|
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- | No log | 0.0278 | 2 | 2.5091 | -0.0788 | 2.5091 | 1.5840 |
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- | No log | 0.0556 | 4 | 1.2475 | 0.0390 | 1.2475 | 1.1169 |
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- | No log | 0.0833 | 6 | 0.7928 | 0.1358 | 0.7928 | 0.8904 |
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- | No log | 0.1111 | 8 | 0.7290 | 0.2135 | 0.7290 | 0.8538 |
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- | No log | 0.1389 | 10 | 0.7980 | 0.2892 | 0.7979 | 0.8933 |
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- | No log | 0.1667 | 12 | 0.7456 | 0.2949 | 0.7456 | 0.8635 |
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- | No log | 0.1944 | 14 | 0.6657 | 0.2607 | 0.6657 | 0.8159 |
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- | No log | 0.2222 | 16 | 0.6885 | 0.2783 | 0.6885 | 0.8297 |
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- | No log | 0.25 | 18 | 0.6795 | 0.1660 | 0.6795 | 0.8243 |
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- | No log | 0.2778 | 20 | 0.6855 | 0.1863 | 0.6855 | 0.8279 |
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- | No log | 0.3056 | 22 | 0.7602 | 0.3032 | 0.7602 | 0.8719 |
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- | No log | 0.3333 | 24 | 0.7744 | 0.3234 | 0.7744 | 0.8800 |
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- | No log | 0.3611 | 26 | 0.7063 | 0.3020 | 0.7063 | 0.8404 |
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- | No log | 0.3889 | 28 | 0.6812 | 0.2243 | 0.6812 | 0.8254 |
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- | No log | 0.4167 | 30 | 0.6814 | 0.2063 | 0.6814 | 0.8255 |
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- | No log | 0.4444 | 32 | 0.6964 | 0.3267 | 0.6964 | 0.8345 |
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- | No log | 0.4722 | 34 | 0.7573 | 0.4482 | 0.7573 | 0.8702 |
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- | No log | 0.5 | 36 | 0.7205 | 0.4014 | 0.7205 | 0.8488 |
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- | No log | 0.5278 | 38 | 0.9394 | 0.3137 | 0.9394 | 0.9692 |
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- | No log | 0.5556 | 40 | 0.9124 | 0.2677 | 0.9124 | 0.9552 |
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- | No log | 0.5833 | 42 | 0.9611 | 0.2910 | 0.9611 | 0.9804 |
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- | No log | 0.6111 | 44 | 1.0559 | 0.2687 | 1.0559 | 1.0276 |
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- | No log | 0.6389 | 46 | 1.0066 | 0.2687 | 1.0066 | 1.0033 |
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- | No log | 0.6667 | 48 | 0.7146 | 0.3918 | 0.7146 | 0.8454 |
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- | No log | 0.6944 | 50 | 0.8284 | 0.3538 | 0.8284 | 0.9102 |
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- | No log | 0.7222 | 52 | 0.8715 | 0.3538 | 0.8715 | 0.9335 |
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- | No log | 0.75 | 54 | 0.9730 | 0.2703 | 0.9730 | 0.9864 |
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- | No log | 0.7778 | 56 | 0.8287 | 0.2892 | 0.8287 | 0.9103 |
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- | No log | 0.8056 | 58 | 0.8740 | 0.2866 | 0.8740 | 0.9349 |
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- | No log | 0.8333 | 60 | 0.6976 | 0.3287 | 0.6976 | 0.8352 |
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- | No log | 0.8611 | 62 | 0.6841 | 0.3452 | 0.6841 | 0.8271 |
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- | No log | 0.8889 | 64 | 0.8029 | 0.3630 | 0.8029 | 0.8960 |
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- | No log | 0.9167 | 66 | 0.9621 | 0.2857 | 0.9621 | 0.9809 |
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- | No log | 0.9444 | 68 | 0.7195 | 0.3794 | 0.7195 | 0.8482 |
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- | No log | 0.9722 | 70 | 0.6135 | 0.4885 | 0.6135 | 0.7833 |
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- | No log | 1.0 | 72 | 0.6303 | 0.3937 | 0.6303 | 0.7939 |
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- | No log | 1.0278 | 74 | 0.6830 | 0.3475 | 0.6830 | 0.8264 |
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- | No log | 1.0556 | 76 | 0.7440 | 0.3891 | 0.7440 | 0.8626 |
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- | No log | 1.0833 | 78 | 0.7903 | 0.4203 | 0.7903 | 0.8890 |
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- | No log | 1.1111 | 80 | 0.7198 | 0.4023 | 0.7198 | 0.8484 |
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- | No log | 1.1389 | 82 | 0.7728 | 0.3955 | 0.7728 | 0.8791 |
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- | No log | 1.1667 | 84 | 0.9737 | 0.3461 | 0.9737 | 0.9868 |
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- | No log | 1.1944 | 86 | 0.8158 | 0.4592 | 0.8158 | 0.9032 |
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- | No log | 1.2222 | 88 | 0.9016 | 0.4296 | 0.9016 | 0.9495 |
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- | No log | 1.25 | 90 | 1.0617 | 0.3072 | 1.0617 | 1.0304 |
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- | No log | 1.2778 | 92 | 0.9956 | 0.3044 | 0.9956 | 0.9978 |
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- | No log | 1.3056 | 94 | 0.8390 | 0.4017 | 0.8390 | 0.9160 |
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- | No log | 1.3333 | 96 | 0.8544 | 0.2835 | 0.8544 | 0.9243 |
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- | No log | 1.3611 | 98 | 0.7409 | 0.3465 | 0.7409 | 0.8607 |
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- | No log | 1.3889 | 100 | 0.6979 | 0.4168 | 0.6979 | 0.8354 |
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- | No log | 1.4167 | 102 | 0.6730 | 0.4016 | 0.6730 | 0.8204 |
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- | No log | 1.4444 | 104 | 0.7919 | 0.3661 | 0.7919 | 0.8899 |
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- | No log | 1.4722 | 106 | 0.7137 | 0.3969 | 0.7137 | 0.8448 |
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- | No log | 1.5 | 108 | 0.7823 | 0.3409 | 0.7823 | 0.8845 |
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- | No log | 1.5278 | 110 | 0.7740 | 0.3409 | 0.7740 | 0.8798 |
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- | No log | 1.5556 | 112 | 0.7337 | 0.3111 | 0.7337 | 0.8565 |
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- | No log | 1.5833 | 114 | 0.7116 | 0.3859 | 0.7116 | 0.8436 |
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- | No log | 1.6111 | 116 | 0.7105 | 0.3518 | 0.7105 | 0.8429 |
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- | No log | 1.6389 | 118 | 0.7670 | 0.3085 | 0.7670 | 0.8758 |
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- | No log | 1.6667 | 120 | 0.9774 | 0.4444 | 0.9774 | 0.9886 |
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- | No log | 1.6944 | 122 | 1.0316 | 0.3905 | 1.0316 | 1.0157 |
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- | No log | 1.7222 | 124 | 0.9073 | 0.4228 | 0.9073 | 0.9525 |
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- | No log | 1.75 | 126 | 0.7011 | 0.2980 | 0.7011 | 0.8373 |
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- | No log | 1.7778 | 128 | 0.6917 | 0.3096 | 0.6917 | 0.8317 |
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- | No log | 1.8056 | 130 | 0.7307 | 0.3274 | 0.7307 | 0.8548 |
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- | No log | 1.8333 | 132 | 0.7189 | 0.3864 | 0.7189 | 0.8479 |
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- | No log | 1.8611 | 134 | 0.6770 | 0.3910 | 0.6770 | 0.8228 |
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- | No log | 1.8889 | 136 | 0.6756 | 0.3425 | 0.6756 | 0.8219 |
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- | No log | 1.9167 | 138 | 0.6710 | 0.3450 | 0.6710 | 0.8191 |
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- | No log | 1.9444 | 140 | 0.6689 | 0.4029 | 0.6689 | 0.8178 |
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- | No log | 1.9722 | 142 | 0.6702 | 0.3990 | 0.6702 | 0.8187 |
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- | No log | 2.0 | 144 | 0.6620 | 0.3366 | 0.6620 | 0.8136 |
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- | No log | 2.0278 | 146 | 0.7039 | 0.3393 | 0.7039 | 0.8390 |
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- | No log | 2.0556 | 148 | 0.7881 | 0.3934 | 0.7881 | 0.8877 |
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- | No log | 2.0833 | 150 | 0.7961 | 0.3934 | 0.7961 | 0.8922 |
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- | No log | 2.1111 | 152 | 0.6854 | 0.3425 | 0.6854 | 0.8279 |
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- | No log | 2.1389 | 154 | 0.6723 | 0.2161 | 0.6723 | 0.8199 |
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- | No log | 2.1667 | 156 | 0.7398 | 0.3590 | 0.7398 | 0.8601 |
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- | No log | 2.1944 | 158 | 0.8946 | 0.4018 | 0.8946 | 0.9458 |
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- | No log | 2.2222 | 160 | 0.8586 | 0.3953 | 0.8586 | 0.9266 |
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- | No log | 2.25 | 162 | 0.7993 | 0.3740 | 0.7993 | 0.8941 |
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- | No log | 2.2778 | 164 | 0.6138 | 0.3814 | 0.6138 | 0.7835 |
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- | No log | 2.3056 | 166 | 0.5983 | 0.3347 | 0.5983 | 0.7735 |
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- | No log | 2.3333 | 168 | 0.5867 | 0.4343 | 0.5867 | 0.7659 |
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- | No log | 2.3611 | 170 | 0.5864 | 0.4910 | 0.5864 | 0.7658 |
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- | No log | 2.3889 | 172 | 0.5899 | 0.5151 | 0.5899 | 0.7680 |
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- | No log | 2.4167 | 174 | 0.5895 | 0.4782 | 0.5895 | 0.7678 |
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- | No log | 2.4444 | 176 | 0.5885 | 0.4839 | 0.5885 | 0.7672 |
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- | No log | 2.4722 | 178 | 0.5926 | 0.3211 | 0.5926 | 0.7698 |
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- | No log | 2.5 | 180 | 0.6146 | 0.3155 | 0.6146 | 0.7840 |
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- | No log | 2.5278 | 182 | 0.6911 | 0.4387 | 0.6911 | 0.8313 |
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- | No log | 2.5556 | 184 | 0.8472 | 0.3761 | 0.8472 | 0.9205 |
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- | No log | 2.5833 | 186 | 0.9419 | 0.3161 | 0.9419 | 0.9705 |
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- | No log | 2.6111 | 188 | 0.8744 | 0.3807 | 0.8744 | 0.9351 |
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- | No log | 2.6389 | 190 | 0.7119 | 0.4307 | 0.7119 | 0.8437 |
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- | No log | 2.6667 | 192 | 0.6220 | 0.2877 | 0.6220 | 0.7887 |
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- | No log | 2.6944 | 194 | 0.6070 | 0.2843 | 0.6070 | 0.7791 |
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- | No log | 2.7222 | 196 | 0.6244 | 0.4020 | 0.6244 | 0.7902 |
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- | No log | 2.75 | 198 | 0.6053 | 0.4190 | 0.6053 | 0.7780 |
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- | No log | 2.7778 | 200 | 0.5682 | 0.3738 | 0.5682 | 0.7538 |
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- | No log | 2.8056 | 202 | 0.6484 | 0.4751 | 0.6484 | 0.8053 |
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- | No log | 2.8333 | 204 | 0.6265 | 0.4967 | 0.6265 | 0.7915 |
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- | No log | 2.8611 | 206 | 0.5790 | 0.5642 | 0.5790 | 0.7609 |
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- | No log | 2.8889 | 208 | 0.6166 | 0.5217 | 0.6166 | 0.7852 |
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- | No log | 2.9167 | 210 | 0.6270 | 0.4935 | 0.6270 | 0.7918 |
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- | No log | 2.9444 | 212 | 0.5987 | 0.5399 | 0.5987 | 0.7737 |
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- | No log | 2.9722 | 214 | 0.5864 | 0.6301 | 0.5864 | 0.7658 |
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- | No log | 3.0 | 216 | 0.5893 | 0.5751 | 0.5893 | 0.7677 |
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- | No log | 3.0278 | 218 | 0.6135 | 0.4598 | 0.6135 | 0.7832 |
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- | No log | 3.0556 | 220 | 0.5790 | 0.5751 | 0.5790 | 0.7609 |
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- | No log | 3.0833 | 222 | 0.5704 | 0.5874 | 0.5704 | 0.7553 |
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- | No log | 3.1111 | 224 | 0.5835 | 0.5627 | 0.5835 | 0.7639 |
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- | No log | 3.1389 | 226 | 0.6283 | 0.5053 | 0.6283 | 0.7926 |
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- | No log | 3.1667 | 228 | 0.5912 | 0.5501 | 0.5912 | 0.7689 |
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- | No log | 3.1944 | 230 | 0.5797 | 0.5149 | 0.5797 | 0.7614 |
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- | No log | 3.2222 | 232 | 0.5678 | 0.5769 | 0.5678 | 0.7535 |
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- | No log | 3.25 | 234 | 0.5542 | 0.5739 | 0.5542 | 0.7445 |
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- | No log | 3.2778 | 236 | 0.5410 | 0.5430 | 0.5410 | 0.7355 |
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- | No log | 3.3056 | 238 | 0.5599 | 0.4534 | 0.5599 | 0.7483 |
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- | No log | 3.3333 | 240 | 0.5343 | 0.5003 | 0.5343 | 0.7310 |
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- | No log | 3.3611 | 242 | 0.5358 | 0.4724 | 0.5358 | 0.7320 |
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- | No log | 3.3889 | 244 | 0.5309 | 0.5189 | 0.5309 | 0.7286 |
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- | No log | 3.4167 | 246 | 0.5293 | 0.5189 | 0.5293 | 0.7275 |
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- | No log | 3.4444 | 248 | 0.5361 | 0.5227 | 0.5361 | 0.7322 |
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- | No log | 3.4722 | 250 | 0.5387 | 0.4747 | 0.5387 | 0.7339 |
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- | No log | 3.5 | 252 | 0.5480 | 0.4828 | 0.5480 | 0.7403 |
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- | No log | 3.5278 | 254 | 0.5665 | 0.5034 | 0.5665 | 0.7526 |
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- | No log | 3.5556 | 256 | 0.5501 | 0.5201 | 0.5501 | 0.7417 |
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- | No log | 3.5833 | 258 | 0.5611 | 0.5201 | 0.5611 | 0.7490 |
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- | No log | 3.6111 | 260 | 0.6304 | 0.4093 | 0.6304 | 0.7940 |
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- | No log | 3.6389 | 262 | 0.6089 | 0.4093 | 0.6089 | 0.7803 |
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- | No log | 3.6667 | 264 | 0.5785 | 0.4782 | 0.5785 | 0.7606 |
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- | No log | 3.6944 | 266 | 0.5283 | 0.5089 | 0.5283 | 0.7268 |
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- | No log | 3.7222 | 268 | 0.5239 | 0.5057 | 0.5239 | 0.7238 |
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- | No log | 3.75 | 270 | 0.5349 | 0.5751 | 0.5349 | 0.7314 |
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- | No log | 3.7778 | 272 | 0.5601 | 0.5808 | 0.5601 | 0.7484 |
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- | No log | 3.8056 | 274 | 0.5553 | 0.5808 | 0.5553 | 0.7452 |
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- | No log | 3.8333 | 276 | 0.5089 | 0.4575 | 0.5089 | 0.7134 |
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- | No log | 3.8611 | 278 | 0.5498 | 0.4788 | 0.5498 | 0.7415 |
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- | No log | 3.8889 | 280 | 0.5723 | 0.4451 | 0.5723 | 0.7565 |
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- | No log | 3.9167 | 282 | 0.5414 | 0.4726 | 0.5414 | 0.7358 |
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- | No log | 3.9444 | 284 | 0.5311 | 0.4299 | 0.5311 | 0.7288 |
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- | No log | 3.9722 | 286 | 0.5357 | 0.4217 | 0.5357 | 0.7319 |
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- | No log | 4.0 | 288 | 0.5522 | 0.4914 | 0.5522 | 0.7431 |
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- | No log | 4.0278 | 290 | 0.5580 | 0.5141 | 0.5580 | 0.7470 |
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- | No log | 4.0556 | 292 | 0.5492 | 0.5159 | 0.5492 | 0.7411 |
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- | No log | 4.0833 | 294 | 0.5461 | 0.4555 | 0.5461 | 0.7390 |
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- | No log | 4.1111 | 296 | 0.5637 | 0.5141 | 0.5637 | 0.7508 |
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- | No log | 4.1389 | 298 | 0.5728 | 0.4705 | 0.5728 | 0.7568 |
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- | No log | 4.1667 | 300 | 0.6608 | 0.4067 | 0.6608 | 0.8129 |
202
- | No log | 4.1944 | 302 | 0.7469 | 0.3918 | 0.7469 | 0.8643 |
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- | No log | 4.2222 | 304 | 0.6832 | 0.4307 | 0.6832 | 0.8265 |
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- | No log | 4.25 | 306 | 0.5579 | 0.4639 | 0.5579 | 0.7469 |
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- | No log | 4.2778 | 308 | 0.5540 | 0.4448 | 0.5540 | 0.7443 |
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- | No log | 4.3056 | 310 | 0.5817 | 0.5263 | 0.5817 | 0.7627 |
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- | No log | 4.3333 | 312 | 0.5396 | 0.4171 | 0.5396 | 0.7346 |
208
- | No log | 4.3611 | 314 | 0.5526 | 0.4234 | 0.5526 | 0.7434 |
209
- | No log | 4.3889 | 316 | 0.5755 | 0.4007 | 0.5755 | 0.7586 |
210
- | No log | 4.4167 | 318 | 0.5326 | 0.5460 | 0.5326 | 0.7298 |
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- | No log | 4.4444 | 320 | 0.5283 | 0.4536 | 0.5283 | 0.7268 |
212
- | No log | 4.4722 | 322 | 0.5399 | 0.5065 | 0.5399 | 0.7348 |
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- | No log | 4.5 | 324 | 0.5306 | 0.4717 | 0.5306 | 0.7284 |
214
- | No log | 4.5278 | 326 | 0.5412 | 0.4979 | 0.5412 | 0.7357 |
215
- | No log | 4.5556 | 328 | 0.5371 | 0.4527 | 0.5371 | 0.7328 |
216
- | No log | 4.5833 | 330 | 0.5800 | 0.3996 | 0.5800 | 0.7616 |
217
- | No log | 4.6111 | 332 | 0.7657 | 0.4154 | 0.7657 | 0.8750 |
218
- | No log | 4.6389 | 334 | 0.8041 | 0.4080 | 0.8041 | 0.8967 |
219
- | No log | 4.6667 | 336 | 0.6585 | 0.4307 | 0.6585 | 0.8115 |
220
- | No log | 4.6944 | 338 | 0.5598 | 0.3603 | 0.5598 | 0.7482 |
221
- | No log | 4.7222 | 340 | 0.5572 | 0.3679 | 0.5572 | 0.7465 |
222
- | No log | 4.75 | 342 | 0.5456 | 0.4322 | 0.5456 | 0.7387 |
223
- | No log | 4.7778 | 344 | 0.5438 | 0.4555 | 0.5438 | 0.7375 |
224
- | No log | 4.8056 | 346 | 0.5568 | 0.4337 | 0.5568 | 0.7462 |
225
- | No log | 4.8333 | 348 | 0.5936 | 0.4020 | 0.5936 | 0.7705 |
226
- | No log | 4.8611 | 350 | 0.5912 | 0.4076 | 0.5912 | 0.7689 |
227
- | No log | 4.8889 | 352 | 0.5970 | 0.3471 | 0.5970 | 0.7727 |
228
- | No log | 4.9167 | 354 | 0.5837 | 0.2540 | 0.5837 | 0.7640 |
229
- | No log | 4.9444 | 356 | 0.5874 | 0.3039 | 0.5874 | 0.7664 |
230
- | No log | 4.9722 | 358 | 0.5990 | 0.3123 | 0.5990 | 0.7740 |
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- | No log | 5.0 | 360 | 0.6763 | 0.3032 | 0.6763 | 0.8224 |
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- | No log | 5.0278 | 362 | 0.6937 | 0.3637 | 0.6937 | 0.8329 |
233
- | No log | 5.0556 | 364 | 0.6240 | 0.3399 | 0.6240 | 0.7900 |
234
- | No log | 5.0833 | 366 | 0.5877 | 0.2877 | 0.5877 | 0.7666 |
235
- | No log | 5.1111 | 368 | 0.5919 | 0.3763 | 0.5919 | 0.7693 |
236
- | No log | 5.1389 | 370 | 0.6231 | 0.3763 | 0.6231 | 0.7894 |
237
- | No log | 5.1667 | 372 | 0.5847 | 0.3937 | 0.5847 | 0.7646 |
238
- | No log | 5.1944 | 374 | 0.5794 | 0.3937 | 0.5794 | 0.7612 |
239
- | No log | 5.2222 | 376 | 0.5876 | 0.4190 | 0.5876 | 0.7666 |
240
- | No log | 5.25 | 378 | 0.5429 | 0.4044 | 0.5429 | 0.7368 |
241
- | No log | 5.2778 | 380 | 0.5147 | 0.4505 | 0.5147 | 0.7174 |
242
- | No log | 5.3056 | 382 | 0.5269 | 0.5379 | 0.5269 | 0.7259 |
243
- | No log | 5.3333 | 384 | 0.5240 | 0.5021 | 0.5240 | 0.7238 |
244
- | No log | 5.3611 | 386 | 0.5427 | 0.6260 | 0.5427 | 0.7367 |
245
- | No log | 5.3889 | 388 | 0.6178 | 0.5205 | 0.6178 | 0.7860 |
246
- | No log | 5.4167 | 390 | 0.5991 | 0.5266 | 0.5991 | 0.7740 |
247
- | No log | 5.4444 | 392 | 0.5524 | 0.5919 | 0.5524 | 0.7433 |
248
- | No log | 5.4722 | 394 | 0.5377 | 0.6395 | 0.5377 | 0.7333 |
249
- | No log | 5.5 | 396 | 0.5400 | 0.6053 | 0.5400 | 0.7349 |
250
- | No log | 5.5278 | 398 | 0.5513 | 0.6170 | 0.5513 | 0.7425 |
251
- | No log | 5.5556 | 400 | 0.5524 | 0.6170 | 0.5524 | 0.7432 |
252
- | No log | 5.5833 | 402 | 0.5972 | 0.5429 | 0.5972 | 0.7728 |
253
- | No log | 5.6111 | 404 | 0.5748 | 0.5724 | 0.5748 | 0.7582 |
254
- | No log | 5.6389 | 406 | 0.5534 | 0.6053 | 0.5534 | 0.7439 |
255
- | No log | 5.6667 | 408 | 0.5507 | 0.5286 | 0.5507 | 0.7421 |
256
- | No log | 5.6944 | 410 | 0.5447 | 0.4795 | 0.5447 | 0.7380 |
257
- | No log | 5.7222 | 412 | 0.5482 | 0.4820 | 0.5482 | 0.7404 |
258
- | No log | 5.75 | 414 | 0.5581 | 0.4681 | 0.5581 | 0.7471 |
259
- | No log | 5.7778 | 416 | 0.6081 | 0.4622 | 0.6081 | 0.7798 |
260
- | No log | 5.8056 | 418 | 0.6657 | 0.4808 | 0.6657 | 0.8159 |
261
- | No log | 5.8333 | 420 | 0.6530 | 0.4582 | 0.6530 | 0.8081 |
262
- | No log | 5.8611 | 422 | 0.5811 | 0.4788 | 0.5811 | 0.7623 |
263
- | No log | 5.8889 | 424 | 0.5425 | 0.4516 | 0.5425 | 0.7365 |
264
- | No log | 5.9167 | 426 | 0.5378 | 0.5217 | 0.5378 | 0.7333 |
265
- | No log | 5.9444 | 428 | 0.5681 | 0.4704 | 0.5681 | 0.7537 |
266
- | No log | 5.9722 | 430 | 0.6416 | 0.4582 | 0.6416 | 0.8010 |
267
- | No log | 6.0 | 432 | 0.6263 | 0.4582 | 0.6263 | 0.7914 |
268
- | No log | 6.0278 | 434 | 0.5552 | 0.4661 | 0.5552 | 0.7451 |
269
- | No log | 6.0556 | 436 | 0.5442 | 0.5569 | 0.5442 | 0.7377 |
270
- | No log | 6.0833 | 438 | 0.5795 | 0.5687 | 0.5795 | 0.7613 |
271
- | No log | 6.1111 | 440 | 0.5590 | 0.5368 | 0.5590 | 0.7477 |
272
- | No log | 6.1389 | 442 | 0.5516 | 0.4137 | 0.5516 | 0.7427 |
273
- | No log | 6.1667 | 444 | 0.6157 | 0.4606 | 0.6157 | 0.7847 |
274
- | No log | 6.1944 | 446 | 0.6211 | 0.4444 | 0.6211 | 0.7881 |
275
- | No log | 6.2222 | 448 | 0.5623 | 0.4336 | 0.5623 | 0.7498 |
276
- | No log | 6.25 | 450 | 0.5253 | 0.5286 | 0.5253 | 0.7248 |
277
- | No log | 6.2778 | 452 | 0.5204 | 0.5722 | 0.5204 | 0.7214 |
278
- | No log | 6.3056 | 454 | 0.5227 | 0.5663 | 0.5227 | 0.7230 |
279
- | No log | 6.3333 | 456 | 0.5149 | 0.6197 | 0.5149 | 0.7176 |
280
- | No log | 6.3611 | 458 | 0.5192 | 0.5222 | 0.5192 | 0.7205 |
281
- | No log | 6.3889 | 460 | 0.5112 | 0.6014 | 0.5112 | 0.7150 |
282
- | No log | 6.4167 | 462 | 0.5111 | 0.5663 | 0.5111 | 0.7149 |
283
- | No log | 6.4444 | 464 | 0.5128 | 0.5663 | 0.5128 | 0.7161 |
284
- | No log | 6.4722 | 466 | 0.5165 | 0.5218 | 0.5165 | 0.7187 |
285
- | No log | 6.5 | 468 | 0.5430 | 0.4371 | 0.5430 | 0.7369 |
286
- | No log | 6.5278 | 470 | 0.5124 | 0.4964 | 0.5124 | 0.7158 |
287
- | No log | 6.5556 | 472 | 0.5068 | 0.6210 | 0.5068 | 0.7119 |
288
- | No log | 6.5833 | 474 | 0.5831 | 0.5687 | 0.5831 | 0.7636 |
289
- | No log | 6.6111 | 476 | 0.6005 | 0.5560 | 0.6005 | 0.7749 |
290
- | No log | 6.6389 | 478 | 0.5612 | 0.5317 | 0.5612 | 0.7491 |
291
- | No log | 6.6667 | 480 | 0.5365 | 0.3651 | 0.5365 | 0.7325 |
292
- | No log | 6.6944 | 482 | 0.5746 | 0.3622 | 0.5746 | 0.7580 |
293
- | No log | 6.7222 | 484 | 0.6376 | 0.3972 | 0.6376 | 0.7985 |
294
- | No log | 6.75 | 486 | 0.6992 | 0.3972 | 0.6992 | 0.8362 |
295
- | No log | 6.7778 | 488 | 0.7273 | 0.3675 | 0.7273 | 0.8528 |
296
- | No log | 6.8056 | 490 | 0.7283 | 0.3675 | 0.7283 | 0.8534 |
297
- | No log | 6.8333 | 492 | 0.6605 | 0.4247 | 0.6605 | 0.8127 |
298
- | No log | 6.8611 | 494 | 0.6272 | 0.4330 | 0.6272 | 0.7920 |
299
- | No log | 6.8889 | 496 | 0.6593 | 0.3843 | 0.6593 | 0.8120 |
300
- | No log | 6.9167 | 498 | 0.7783 | 0.3846 | 0.7783 | 0.8822 |
301
- | 0.2969 | 6.9444 | 500 | 0.9635 | 0.3576 | 0.9635 | 0.9816 |
302
- | 0.2969 | 6.9722 | 502 | 0.9814 | 0.3576 | 0.9814 | 0.9907 |
303
- | 0.2969 | 7.0 | 504 | 0.8561 | 0.4008 | 0.8561 | 0.9253 |
304
- | 0.2969 | 7.0278 | 506 | 0.6869 | 0.3770 | 0.6869 | 0.8288 |
305
- | 0.2969 | 7.0556 | 508 | 0.6328 | 0.4190 | 0.6328 | 0.7955 |
306
- | 0.2969 | 7.0833 | 510 | 0.6491 | 0.4247 | 0.6491 | 0.8057 |
307
- | 0.2969 | 7.1111 | 512 | 0.7026 | 0.3699 | 0.7026 | 0.8382 |
308
- | 0.2969 | 7.1389 | 514 | 0.7183 | 0.3699 | 0.7183 | 0.8475 |
309
- | 0.2969 | 7.1667 | 516 | 0.7543 | 0.4154 | 0.7543 | 0.8685 |
310
- | 0.2969 | 7.1944 | 518 | 0.6943 | 0.3425 | 0.6943 | 0.8333 |
311
- | 0.2969 | 7.2222 | 520 | 0.5956 | 0.4076 | 0.5956 | 0.7717 |
312
- | 0.2969 | 7.25 | 522 | 0.5481 | 0.4105 | 0.5481 | 0.7403 |
313
- | 0.2969 | 7.2778 | 524 | 0.5346 | 0.4858 | 0.5346 | 0.7312 |
314
- | 0.2969 | 7.3056 | 526 | 0.5262 | 0.4423 | 0.5262 | 0.7254 |
315
- | 0.2969 | 7.3333 | 528 | 0.5251 | 0.5228 | 0.5251 | 0.7246 |
316
- | 0.2969 | 7.3611 | 530 | 0.5166 | 0.3836 | 0.5166 | 0.7188 |
317
- | 0.2969 | 7.3889 | 532 | 0.5126 | 0.3552 | 0.5126 | 0.7159 |
318
- | 0.2969 | 7.4167 | 534 | 0.5183 | 0.3197 | 0.5183 | 0.7199 |
319
- | 0.2969 | 7.4444 | 536 | 0.5198 | 0.3197 | 0.5198 | 0.7210 |
320
- | 0.2969 | 7.4722 | 538 | 0.5302 | 0.3197 | 0.5302 | 0.7281 |
321
- | 0.2969 | 7.5 | 540 | 0.5841 | 0.4307 | 0.5841 | 0.7643 |
322
- | 0.2969 | 7.5278 | 542 | 0.6513 | 0.4051 | 0.6513 | 0.8070 |
323
- | 0.2969 | 7.5556 | 544 | 0.6733 | 0.3981 | 0.6733 | 0.8205 |
324
- | 0.2969 | 7.5833 | 546 | 0.6032 | 0.4745 | 0.6032 | 0.7766 |
325
- | 0.2969 | 7.6111 | 548 | 0.5297 | 0.4504 | 0.5297 | 0.7278 |
326
- | 0.2969 | 7.6389 | 550 | 0.5171 | 0.4194 | 0.5171 | 0.7191 |
327
- | 0.2969 | 7.6667 | 552 | 0.5227 | 0.4504 | 0.5227 | 0.7230 |
328
- | 0.2969 | 7.6944 | 554 | 0.5545 | 0.4997 | 0.5545 | 0.7446 |
329
- | 0.2969 | 7.7222 | 556 | 0.5737 | 0.4144 | 0.5737 | 0.7575 |
330
- | 0.2969 | 7.75 | 558 | 0.5537 | 0.4224 | 0.5537 | 0.7441 |
331
- | 0.2969 | 7.7778 | 560 | 0.5308 | 0.4997 | 0.5308 | 0.7285 |
332
- | 0.2969 | 7.8056 | 562 | 0.5119 | 0.5036 | 0.5119 | 0.7154 |
333
- | 0.2969 | 7.8333 | 564 | 0.5192 | 0.4948 | 0.5192 | 0.7206 |
334
- | 0.2969 | 7.8611 | 566 | 0.5570 | 0.4764 | 0.5570 | 0.7463 |
335
- | 0.2969 | 7.8889 | 568 | 0.5394 | 0.4703 | 0.5394 | 0.7344 |
336
- | 0.2969 | 7.9167 | 570 | 0.5194 | 0.4872 | 0.5194 | 0.7207 |
337
- | 0.2969 | 7.9444 | 572 | 0.5131 | 0.4933 | 0.5131 | 0.7163 |
338
- | 0.2969 | 7.9722 | 574 | 0.5314 | 0.4764 | 0.5314 | 0.7289 |
339
- | 0.2969 | 8.0 | 576 | 0.5770 | 0.4808 | 0.5770 | 0.7596 |
340
- | 0.2969 | 8.0278 | 578 | 0.5322 | 0.4933 | 0.5322 | 0.7295 |
341
- | 0.2969 | 8.0556 | 580 | 0.4689 | 0.5951 | 0.4689 | 0.6847 |
342
- | 0.2969 | 8.0833 | 582 | 0.4830 | 0.4895 | 0.4830 | 0.6950 |
343
- | 0.2969 | 8.1111 | 584 | 0.4948 | 0.5368 | 0.4948 | 0.7034 |
344
- | 0.2969 | 8.1389 | 586 | 0.4988 | 0.5144 | 0.4988 | 0.7063 |
345
- | 0.2969 | 8.1667 | 588 | 0.5046 | 0.4423 | 0.5046 | 0.7104 |
346
- | 0.2969 | 8.1944 | 590 | 0.5705 | 0.4867 | 0.5705 | 0.7553 |
347
- | 0.2969 | 8.2222 | 592 | 0.6968 | 0.4144 | 0.6968 | 0.8348 |
348
- | 0.2969 | 8.25 | 594 | 0.7839 | 0.4462 | 0.7839 | 0.8854 |
349
- | 0.2969 | 8.2778 | 596 | 0.8058 | 0.4462 | 0.8058 | 0.8976 |
350
- | 0.2969 | 8.3056 | 598 | 0.8022 | 0.4462 | 0.8022 | 0.8956 |
351
- | 0.2969 | 8.3333 | 600 | 0.7316 | 0.4067 | 0.7316 | 0.8553 |
352
- | 0.2969 | 8.3611 | 602 | 0.6467 | 0.3972 | 0.6467 | 0.8042 |
353
- | 0.2969 | 8.3889 | 604 | 0.5891 | 0.3387 | 0.5891 | 0.7675 |
354
- | 0.2969 | 8.4167 | 606 | 0.5731 | 0.3701 | 0.5731 | 0.7571 |
355
- | 0.2969 | 8.4444 | 608 | 0.5939 | 0.3701 | 0.5939 | 0.7706 |
356
- | 0.2969 | 8.4722 | 610 | 0.6396 | 0.4663 | 0.6396 | 0.7998 |
357
- | 0.2969 | 8.5 | 612 | 0.7115 | 0.3494 | 0.7115 | 0.8435 |
358
- | 0.2969 | 8.5278 | 614 | 0.7672 | 0.4067 | 0.7672 | 0.8759 |
359
- | 0.2969 | 8.5556 | 616 | 0.7331 | 0.4067 | 0.7331 | 0.8562 |
360
- | 0.2969 | 8.5833 | 618 | 0.6907 | 0.3564 | 0.6907 | 0.8311 |
361
- | 0.2969 | 8.6111 | 620 | 0.6683 | 0.4350 | 0.6683 | 0.8175 |
362
- | 0.2969 | 8.6389 | 622 | 0.6631 | 0.4350 | 0.6631 | 0.8143 |
363
- | 0.2969 | 8.6667 | 624 | 0.6210 | 0.3840 | 0.6210 | 0.7880 |
364
- | 0.2969 | 8.6944 | 626 | 0.6177 | 0.4336 | 0.6177 | 0.7860 |
365
- | 0.2969 | 8.7222 | 628 | 0.6027 | 0.4434 | 0.6027 | 0.7763 |
366
- | 0.2969 | 8.75 | 630 | 0.5998 | 0.4013 | 0.5998 | 0.7745 |
367
- | 0.2969 | 8.7778 | 632 | 0.5964 | 0.4044 | 0.5964 | 0.7723 |
368
- | 0.2969 | 8.8056 | 634 | 0.6134 | 0.4158 | 0.6134 | 0.7832 |
369
- | 0.2969 | 8.8333 | 636 | 0.6582 | 0.4642 | 0.6582 | 0.8113 |
370
- | 0.2969 | 8.8611 | 638 | 0.6627 | 0.4052 | 0.6627 | 0.8141 |
371
- | 0.2969 | 8.8889 | 640 | 0.6181 | 0.3545 | 0.6181 | 0.7862 |
372
- | 0.2969 | 8.9167 | 642 | 0.6072 | 0.3976 | 0.6072 | 0.7793 |
373
- | 0.2969 | 8.9444 | 644 | 0.6508 | 0.4167 | 0.6508 | 0.8067 |
374
- | 0.2969 | 8.9722 | 646 | 0.6609 | 0.4167 | 0.6609 | 0.8130 |
375
- | 0.2969 | 9.0 | 648 | 0.6405 | 0.4330 | 0.6405 | 0.8003 |
376
- | 0.2969 | 9.0278 | 650 | 0.6188 | 0.4330 | 0.6188 | 0.7867 |
377
- | 0.2969 | 9.0556 | 652 | 0.6383 | 0.4330 | 0.6383 | 0.7990 |
378
- | 0.2969 | 9.0833 | 654 | 0.6619 | 0.4978 | 0.6619 | 0.8136 |
379
- | 0.2969 | 9.1111 | 656 | 0.6573 | 0.4892 | 0.6573 | 0.8107 |
380
- | 0.2969 | 9.1389 | 658 | 0.6354 | 0.4978 | 0.6354 | 0.7971 |
381
- | 0.2969 | 9.1667 | 660 | 0.5900 | 0.4330 | 0.5900 | 0.7681 |
382
- | 0.2969 | 9.1944 | 662 | 0.5724 | 0.4753 | 0.5724 | 0.7565 |
383
- | 0.2969 | 9.2222 | 664 | 0.5854 | 0.4330 | 0.5854 | 0.7651 |
384
- | 0.2969 | 9.25 | 666 | 0.5910 | 0.4414 | 0.5910 | 0.7687 |
385
- | 0.2969 | 9.2778 | 668 | 0.6241 | 0.4052 | 0.6241 | 0.7900 |
386
- | 0.2969 | 9.3056 | 670 | 0.6688 | 0.4644 | 0.6688 | 0.8178 |
387
- | 0.2969 | 9.3333 | 672 | 0.6636 | 0.4644 | 0.6636 | 0.8146 |
388
- | 0.2969 | 9.3611 | 674 | 0.6339 | 0.4167 | 0.6339 | 0.7962 |
389
- | 0.2969 | 9.3889 | 676 | 0.6040 | 0.4052 | 0.6040 | 0.7771 |
390
- | 0.2969 | 9.4167 | 678 | 0.5630 | 0.4845 | 0.5630 | 0.7503 |
391
- | 0.2969 | 9.4444 | 680 | 0.5423 | 0.3919 | 0.5423 | 0.7364 |
392
- | 0.2969 | 9.4722 | 682 | 0.5573 | 0.3976 | 0.5573 | 0.7465 |
393
- | 0.2969 | 9.5 | 684 | 0.6226 | 0.4052 | 0.6226 | 0.7891 |
394
- | 0.2969 | 9.5278 | 686 | 0.7054 | 0.4482 | 0.7054 | 0.8399 |
395
- | 0.2969 | 9.5556 | 688 | 0.7493 | 0.4404 | 0.7493 | 0.8656 |
396
- | 0.2969 | 9.5833 | 690 | 0.6867 | 0.3770 | 0.6867 | 0.8287 |
397
- | 0.2969 | 9.6111 | 692 | 0.6144 | 0.4925 | 0.6144 | 0.7838 |
398
- | 0.2969 | 9.6389 | 694 | 0.5657 | 0.4147 | 0.5657 | 0.7522 |
399
- | 0.2969 | 9.6667 | 696 | 0.5597 | 0.4964 | 0.5597 | 0.7482 |
400
- | 0.2969 | 9.6944 | 698 | 0.5722 | 0.5111 | 0.5722 | 0.7564 |
401
- | 0.2969 | 9.7222 | 700 | 0.5313 | 0.4867 | 0.5313 | 0.7289 |
402
- | 0.2969 | 9.75 | 702 | 0.4987 | 0.4463 | 0.4987 | 0.7062 |
403
- | 0.2969 | 9.7778 | 704 | 0.5004 | 0.4681 | 0.5004 | 0.7074 |
404
- | 0.2969 | 9.8056 | 706 | 0.5252 | 0.4726 | 0.5252 | 0.7247 |
405
- | 0.2969 | 9.8333 | 708 | 0.5247 | 0.4726 | 0.5247 | 0.7244 |
406
- | 0.2969 | 9.8611 | 710 | 0.5289 | 0.5448 | 0.5289 | 0.7272 |
407
- | 0.2969 | 9.8889 | 712 | 0.4990 | 0.4867 | 0.4990 | 0.7064 |
408
- | 0.2969 | 9.9167 | 714 | 0.4755 | 0.5413 | 0.4755 | 0.6896 |
409
- | 0.2969 | 9.9444 | 716 | 0.4822 | 0.4386 | 0.4822 | 0.6944 |
410
- | 0.2969 | 9.9722 | 718 | 0.4822 | 0.4615 | 0.4822 | 0.6944 |
411
- | 0.2969 | 10.0 | 720 | 0.4749 | 0.5430 | 0.4749 | 0.6892 |
412
- | 0.2969 | 10.0278 | 722 | 0.4894 | 0.5455 | 0.4894 | 0.6996 |
413
- | 0.2969 | 10.0556 | 724 | 0.5443 | 0.5067 | 0.5443 | 0.7378 |
414
- | 0.2969 | 10.0833 | 726 | 0.5423 | 0.5067 | 0.5423 | 0.7364 |
415
- | 0.2969 | 10.1111 | 728 | 0.5182 | 0.5034 | 0.5182 | 0.7199 |
416
- | 0.2969 | 10.1389 | 730 | 0.5319 | 0.5239 | 0.5319 | 0.7293 |
417
- | 0.2969 | 10.1667 | 732 | 0.5087 | 0.5574 | 0.5087 | 0.7132 |
418
- | 0.2969 | 10.1944 | 734 | 0.5141 | 0.5357 | 0.5141 | 0.7170 |
419
- | 0.2969 | 10.2222 | 736 | 0.5141 | 0.4856 | 0.5141 | 0.7170 |
420
- | 0.2969 | 10.25 | 738 | 0.5180 | 0.4808 | 0.5180 | 0.7197 |
421
- | 0.2969 | 10.2778 | 740 | 0.5314 | 0.4945 | 0.5314 | 0.7289 |
422
- | 0.2969 | 10.3056 | 742 | 0.5444 | 0.5481 | 0.5444 | 0.7379 |
423
- | 0.2969 | 10.3333 | 744 | 0.5874 | 0.5067 | 0.5874 | 0.7664 |
424
- | 0.2969 | 10.3611 | 746 | 0.5881 | 0.5067 | 0.5881 | 0.7669 |
425
- | 0.2969 | 10.3889 | 748 | 0.5354 | 0.5252 | 0.5354 | 0.7317 |
426
- | 0.2969 | 10.4167 | 750 | 0.5020 | 0.4591 | 0.5020 | 0.7085 |
427
- | 0.2969 | 10.4444 | 752 | 0.5073 | 0.3886 | 0.5073 | 0.7123 |
428
- | 0.2969 | 10.4722 | 754 | 0.5100 | 0.3995 | 0.5100 | 0.7141 |
429
- | 0.2969 | 10.5 | 756 | 0.5122 | 0.4378 | 0.5122 | 0.7157 |
430
- | 0.2969 | 10.5278 | 758 | 0.5171 | 0.4637 | 0.5171 | 0.7191 |
431
- | 0.2969 | 10.5556 | 760 | 0.5115 | 0.4964 | 0.5115 | 0.7152 |
432
- | 0.2969 | 10.5833 | 762 | 0.5084 | 0.5141 | 0.5084 | 0.7131 |
433
- | 0.2969 | 10.6111 | 764 | 0.5077 | 0.4937 | 0.5077 | 0.7125 |
434
- | 0.2969 | 10.6389 | 766 | 0.5071 | 0.4364 | 0.5071 | 0.7121 |
435
- | 0.2969 | 10.6667 | 768 | 0.5072 | 0.4364 | 0.5072 | 0.7122 |
436
- | 0.2969 | 10.6944 | 770 | 0.5160 | 0.4681 | 0.5160 | 0.7183 |
437
- | 0.2969 | 10.7222 | 772 | 0.5363 | 0.4867 | 0.5363 | 0.7324 |
438
- | 0.2969 | 10.75 | 774 | 0.5637 | 0.4867 | 0.5637 | 0.7508 |
439
- | 0.2969 | 10.7778 | 776 | 0.5971 | 0.4753 | 0.5971 | 0.7727 |
440
- | 0.2969 | 10.8056 | 778 | 0.5985 | 0.4835 | 0.5985 | 0.7736 |
441
- | 0.2969 | 10.8333 | 780 | 0.5887 | 0.4835 | 0.5887 | 0.7673 |
442
- | 0.2969 | 10.8611 | 782 | 0.6123 | 0.4745 | 0.6123 | 0.7825 |
443
- | 0.2969 | 10.8889 | 784 | 0.5952 | 0.4749 | 0.5952 | 0.7715 |
444
- | 0.2969 | 10.9167 | 786 | 0.5584 | 0.5498 | 0.5584 | 0.7473 |
445
- | 0.2969 | 10.9444 | 788 | 0.5108 | 0.4547 | 0.5108 | 0.7147 |
446
- | 0.2969 | 10.9722 | 790 | 0.4999 | 0.4463 | 0.4999 | 0.7070 |
447
- | 0.2969 | 11.0 | 792 | 0.4916 | 0.4678 | 0.4916 | 0.7011 |
448
- | 0.2969 | 11.0278 | 794 | 0.4840 | 0.4904 | 0.4840 | 0.6957 |
449
- | 0.2969 | 11.0556 | 796 | 0.5085 | 0.5420 | 0.5085 | 0.7131 |
450
- | 0.2969 | 11.0833 | 798 | 0.5446 | 0.5219 | 0.5446 | 0.7380 |
451
- | 0.2969 | 11.1111 | 800 | 0.5418 | 0.5219 | 0.5418 | 0.7361 |
452
- | 0.2969 | 11.1389 | 802 | 0.5110 | 0.5367 | 0.5110 | 0.7148 |
453
- | 0.2969 | 11.1667 | 804 | 0.5090 | 0.4291 | 0.5090 | 0.7134 |
454
- | 0.2969 | 11.1944 | 806 | 0.5185 | 0.4547 | 0.5185 | 0.7201 |
455
- | 0.2969 | 11.2222 | 808 | 0.5309 | 0.5448 | 0.5309 | 0.7286 |
456
- | 0.2969 | 11.25 | 810 | 0.5657 | 0.4997 | 0.5657 | 0.7521 |
457
- | 0.2969 | 11.2778 | 812 | 0.5819 | 0.4491 | 0.5819 | 0.7628 |
458
- | 0.2969 | 11.3056 | 814 | 0.5689 | 0.4978 | 0.5689 | 0.7543 |
459
- | 0.2969 | 11.3333 | 816 | 0.5319 | 0.5367 | 0.5319 | 0.7293 |
460
- | 0.2969 | 11.3611 | 818 | 0.5163 | 0.5367 | 0.5163 | 0.7186 |
461
- | 0.2969 | 11.3889 | 820 | 0.5176 | 0.5367 | 0.5176 | 0.7195 |
462
- | 0.2969 | 11.4167 | 822 | 0.5073 | 0.5367 | 0.5073 | 0.7122 |
463
- | 0.2969 | 11.4444 | 824 | 0.4962 | 0.4229 | 0.4962 | 0.7044 |
464
- | 0.2969 | 11.4722 | 826 | 0.4946 | 0.4229 | 0.4946 | 0.7033 |
465
- | 0.2969 | 11.5 | 828 | 0.5026 | 0.4291 | 0.5026 | 0.7090 |
466
- | 0.2969 | 11.5278 | 830 | 0.5210 | 0.5448 | 0.5210 | 0.7218 |
467
- | 0.2969 | 11.5556 | 832 | 0.5181 | 0.5498 | 0.5181 | 0.7198 |
468
- | 0.2969 | 11.5833 | 834 | 0.5009 | 0.5498 | 0.5009 | 0.7077 |
469
- | 0.2969 | 11.6111 | 836 | 0.4815 | 0.4504 | 0.4815 | 0.6939 |
470
- | 0.2969 | 11.6389 | 838 | 0.4782 | 0.5286 | 0.4782 | 0.6915 |
471
- | 0.2969 | 11.6667 | 840 | 0.4797 | 0.5413 | 0.4797 | 0.6926 |
472
- | 0.2969 | 11.6944 | 842 | 0.4850 | 0.5413 | 0.4850 | 0.6964 |
473
- | 0.2969 | 11.7222 | 844 | 0.4959 | 0.5286 | 0.4959 | 0.7042 |
474
- | 0.2969 | 11.75 | 846 | 0.5084 | 0.4742 | 0.5084 | 0.7130 |
475
- | 0.2969 | 11.7778 | 848 | 0.5061 | 0.5361 | 0.5061 | 0.7114 |
476
- | 0.2969 | 11.8056 | 850 | 0.5024 | 0.4857 | 0.5024 | 0.7088 |
477
- | 0.2969 | 11.8333 | 852 | 0.5118 | 0.5362 | 0.5118 | 0.7154 |
478
- | 0.2969 | 11.8611 | 854 | 0.5209 | 0.5362 | 0.5209 | 0.7217 |
479
- | 0.2969 | 11.8889 | 856 | 0.5402 | 0.5420 | 0.5402 | 0.7350 |
480
- | 0.2969 | 11.9167 | 858 | 0.5446 | 0.4639 | 0.5446 | 0.7380 |
481
- | 0.2969 | 11.9444 | 860 | 0.5379 | 0.4795 | 0.5379 | 0.7334 |
482
- | 0.2969 | 11.9722 | 862 | 0.5258 | 0.3474 | 0.5258 | 0.7251 |
483
- | 0.2969 | 12.0 | 864 | 0.5181 | 0.3228 | 0.5181 | 0.7198 |
484
- | 0.2969 | 12.0278 | 866 | 0.5344 | 0.4547 | 0.5344 | 0.7311 |
485
- | 0.2969 | 12.0556 | 868 | 0.5811 | 0.5435 | 0.5811 | 0.7623 |
486
- | 0.2969 | 12.0833 | 870 | 0.6055 | 0.5554 | 0.6055 | 0.7781 |
487
- | 0.2969 | 12.1111 | 872 | 0.6333 | 0.5090 | 0.6333 | 0.7958 |
488
- | 0.2969 | 12.1389 | 874 | 0.6172 | 0.5554 | 0.6172 | 0.7856 |
489
- | 0.2969 | 12.1667 | 876 | 0.5715 | 0.5511 | 0.5715 | 0.7560 |
490
- | 0.2969 | 12.1944 | 878 | 0.5232 | 0.5681 | 0.5232 | 0.7233 |
491
- | 0.2969 | 12.2222 | 880 | 0.4999 | 0.5448 | 0.4999 | 0.7070 |
492
- | 0.2969 | 12.25 | 882 | 0.4984 | 0.5681 | 0.4984 | 0.7060 |
493
- | 0.2969 | 12.2778 | 884 | 0.4916 | 0.5681 | 0.4916 | 0.7011 |
494
- | 0.2969 | 12.3056 | 886 | 0.4703 | 0.5448 | 0.4703 | 0.6858 |
495
- | 0.2969 | 12.3333 | 888 | 0.4569 | 0.5422 | 0.4569 | 0.6759 |
496
- | 0.2969 | 12.3611 | 890 | 0.4659 | 0.4857 | 0.4659 | 0.6826 |
497
- | 0.2969 | 12.3889 | 892 | 0.4717 | 0.4857 | 0.4717 | 0.6868 |
498
- | 0.2969 | 12.4167 | 894 | 0.4696 | 0.4857 | 0.4696 | 0.6853 |
499
- | 0.2969 | 12.4444 | 896 | 0.4761 | 0.5209 | 0.4761 | 0.6900 |
500
- | 0.2969 | 12.4722 | 898 | 0.5394 | 0.4554 | 0.5394 | 0.7345 |
501
- | 0.2969 | 12.5 | 900 | 0.5676 | 0.4562 | 0.5676 | 0.7534 |
502
- | 0.2969 | 12.5278 | 902 | 0.5288 | 0.4905 | 0.5288 | 0.7272 |
503
- | 0.2969 | 12.5556 | 904 | 0.5051 | 0.4997 | 0.5051 | 0.7107 |
504
- | 0.2969 | 12.5833 | 906 | 0.4999 | 0.5271 | 0.4999 | 0.7070 |
505
- | 0.2969 | 12.6111 | 908 | 0.5110 | 0.5310 | 0.5110 | 0.7149 |
506
- | 0.2969 | 12.6389 | 910 | 0.5301 | 0.5219 | 0.5301 | 0.7281 |
507
- | 0.2969 | 12.6667 | 912 | 0.5749 | 0.5107 | 0.5749 | 0.7582 |
508
- | 0.2969 | 12.6944 | 914 | 0.5905 | 0.5107 | 0.5905 | 0.7685 |
509
- | 0.2969 | 12.7222 | 916 | 0.6001 | 0.5345 | 0.6001 | 0.7746 |
510
- | 0.2969 | 12.75 | 918 | 0.6031 | 0.4905 | 0.6031 | 0.7766 |
511
- | 0.2969 | 12.7778 | 920 | 0.6315 | 0.5139 | 0.6315 | 0.7946 |
512
- | 0.2969 | 12.8056 | 922 | 0.6270 | 0.5139 | 0.6270 | 0.7918 |
513
- | 0.2969 | 12.8333 | 924 | 0.5943 | 0.4997 | 0.5943 | 0.7709 |
514
- | 0.2969 | 12.8611 | 926 | 0.5860 | 0.4513 | 0.5860 | 0.7655 |
515
- | 0.2969 | 12.8889 | 928 | 0.5810 | 0.4513 | 0.5810 | 0.7622 |
516
- | 0.2969 | 12.9167 | 930 | 0.5704 | 0.4513 | 0.5704 | 0.7553 |
517
- | 0.2969 | 12.9444 | 932 | 0.5459 | 0.4808 | 0.5459 | 0.7389 |
518
- | 0.2969 | 12.9722 | 934 | 0.5181 | 0.4029 | 0.5181 | 0.7198 |
519
- | 0.2969 | 13.0 | 936 | 0.5143 | 0.4227 | 0.5143 | 0.7172 |
520
- | 0.2969 | 13.0278 | 938 | 0.5154 | 0.4205 | 0.5154 | 0.7179 |
521
- | 0.2969 | 13.0556 | 940 | 0.5246 | 0.4660 | 0.5246 | 0.7243 |
522
- | 0.2969 | 13.0833 | 942 | 0.5420 | 0.5639 | 0.5420 | 0.7362 |
523
- | 0.2969 | 13.1111 | 944 | 0.5458 | 0.5639 | 0.5458 | 0.7388 |
524
- | 0.2969 | 13.1389 | 946 | 0.5270 | 0.5485 | 0.5270 | 0.7259 |
525
- | 0.2969 | 13.1667 | 948 | 0.5116 | 0.5640 | 0.5116 | 0.7153 |
526
- | 0.2969 | 13.1944 | 950 | 0.5196 | 0.5319 | 0.5196 | 0.7209 |
527
- | 0.2969 | 13.2222 | 952 | 0.5344 | 0.5127 | 0.5344 | 0.7310 |
528
- | 0.2969 | 13.25 | 954 | 0.5424 | 0.4913 | 0.5424 | 0.7364 |
529
- | 0.2969 | 13.2778 | 956 | 0.5319 | 0.5110 | 0.5319 | 0.7293 |
530
- | 0.2969 | 13.3056 | 958 | 0.5198 | 0.5150 | 0.5198 | 0.7210 |
531
- | 0.2969 | 13.3333 | 960 | 0.5416 | 0.5420 | 0.5416 | 0.7359 |
532
- | 0.2969 | 13.3611 | 962 | 0.5743 | 0.5755 | 0.5743 | 0.7578 |
533
- | 0.2969 | 13.3889 | 964 | 0.5818 | 0.5362 | 0.5818 | 0.7628 |
534
- | 0.2969 | 13.4167 | 966 | 0.5530 | 0.5420 | 0.5530 | 0.7437 |
535
- | 0.2969 | 13.4444 | 968 | 0.5519 | 0.5597 | 0.5519 | 0.7429 |
536
- | 0.2969 | 13.4722 | 970 | 0.5464 | 0.5177 | 0.5464 | 0.7392 |
537
- | 0.2969 | 13.5 | 972 | 0.5103 | 0.5455 | 0.5103 | 0.7143 |
538
- | 0.2969 | 13.5278 | 974 | 0.4942 | 0.5159 | 0.4942 | 0.7030 |
539
- | 0.2969 | 13.5556 | 976 | 0.4950 | 0.6105 | 0.4950 | 0.7035 |
540
- | 0.2969 | 13.5833 | 978 | 0.5175 | 0.5868 | 0.5175 | 0.7193 |
541
- | 0.2969 | 13.6111 | 980 | 0.5429 | 0.5414 | 0.5429 | 0.7368 |
542
- | 0.2969 | 13.6389 | 982 | 0.5542 | 0.5217 | 0.5542 | 0.7444 |
543
- | 0.2969 | 13.6667 | 984 | 0.5463 | 0.5217 | 0.5463 | 0.7391 |
544
- | 0.2969 | 13.6944 | 986 | 0.5274 | 0.4850 | 0.5274 | 0.7262 |
545
- | 0.2969 | 13.7222 | 988 | 0.5061 | 0.5268 | 0.5061 | 0.7114 |
546
- | 0.2969 | 13.75 | 990 | 0.5201 | 0.5228 | 0.5201 | 0.7212 |
547
- | 0.2969 | 13.7778 | 992 | 0.5500 | 0.4962 | 0.5500 | 0.7416 |
548
- | 0.2969 | 13.8056 | 994 | 0.6096 | 0.4905 | 0.6096 | 0.7808 |
549
- | 0.2969 | 13.8333 | 996 | 0.6464 | 0.4175 | 0.6464 | 0.8040 |
550
- | 0.2969 | 13.8611 | 998 | 0.6332 | 0.4175 | 0.6332 | 0.7958 |
551
- | 0.0807 | 13.8889 | 1000 | 0.5881 | 0.4905 | 0.5881 | 0.7669 |
552
- | 0.0807 | 13.9167 | 1002 | 0.5281 | 0.4962 | 0.5281 | 0.7267 |
553
- | 0.0807 | 13.9444 | 1004 | 0.5076 | 0.4441 | 0.5076 | 0.7125 |
554
- | 0.0807 | 13.9722 | 1006 | 0.5096 | 0.4722 | 0.5096 | 0.7139 |
555
- | 0.0807 | 14.0 | 1008 | 0.5064 | 0.4637 | 0.5064 | 0.7116 |
556
- | 0.0807 | 14.0278 | 1010 | 0.5080 | 0.4637 | 0.5080 | 0.7127 |
557
- | 0.0807 | 14.0556 | 1012 | 0.5021 | 0.5455 | 0.5021 | 0.7086 |
558
- | 0.0807 | 14.0833 | 1014 | 0.4993 | 0.5326 | 0.4993 | 0.7066 |
559
- | 0.0807 | 14.1111 | 1016 | 0.4979 | 0.5326 | 0.4979 | 0.7056 |
560
- | 0.0807 | 14.1389 | 1018 | 0.4985 | 0.5232 | 0.4985 | 0.7060 |
561
- | 0.0807 | 14.1667 | 1020 | 0.5086 | 0.5131 | 0.5086 | 0.7131 |
562
- | 0.0807 | 14.1944 | 1022 | 0.5126 | 0.5597 | 0.5126 | 0.7160 |
563
- | 0.0807 | 14.2222 | 1024 | 0.5039 | 0.5516 | 0.5039 | 0.7099 |
564
- | 0.0807 | 14.25 | 1026 | 0.4807 | 0.5567 | 0.4807 | 0.6933 |
565
- | 0.0807 | 14.2778 | 1028 | 0.4848 | 0.5584 | 0.4848 | 0.6963 |
566
- | 0.0807 | 14.3056 | 1030 | 0.5029 | 0.4444 | 0.5029 | 0.7091 |
567
- | 0.0807 | 14.3333 | 1032 | 0.4979 | 0.4423 | 0.4979 | 0.7056 |
568
- | 0.0807 | 14.3611 | 1034 | 0.4896 | 0.5665 | 0.4896 | 0.6997 |
569
- | 0.0807 | 14.3889 | 1036 | 0.4949 | 0.5076 | 0.4949 | 0.7035 |
570
- | 0.0807 | 14.4167 | 1038 | 0.4941 | 0.5567 | 0.4941 | 0.7029 |
571
- | 0.0807 | 14.4444 | 1040 | 0.4920 | 0.5665 | 0.4920 | 0.7015 |
572
- | 0.0807 | 14.4722 | 1042 | 0.4957 | 0.5505 | 0.4957 | 0.7040 |
573
- | 0.0807 | 14.5 | 1044 | 0.4983 | 0.5505 | 0.4983 | 0.7059 |
574
- | 0.0807 | 14.5278 | 1046 | 0.5062 | 0.5455 | 0.5062 | 0.7115 |
575
- | 0.0807 | 14.5556 | 1048 | 0.5323 | 0.5736 | 0.5323 | 0.7296 |
576
- | 0.0807 | 14.5833 | 1050 | 0.5872 | 0.4978 | 0.5872 | 0.7663 |
577
- | 0.0807 | 14.6111 | 1052 | 0.6095 | 0.4728 | 0.6095 | 0.7807 |
578
- | 0.0807 | 14.6389 | 1054 | 0.6114 | 0.4728 | 0.6114 | 0.7819 |
579
- | 0.0807 | 14.6667 | 1056 | 0.6161 | 0.4892 | 0.6161 | 0.7849 |
580
- | 0.0807 | 14.6944 | 1058 | 0.6347 | 0.3869 | 0.6347 | 0.7967 |
581
- | 0.0807 | 14.7222 | 1060 | 0.6565 | 0.3799 | 0.6565 | 0.8102 |
582
 
583
 
584
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_B_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k15_task7_organization
8
  results: []
9
  ---
10
 
11
  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
12
  should probably proofread and complete it, then remove this comment. -->
13
 
14
+ # ArabicNewSplits7_B_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k15_task7_organization
15
 
16
  This model is a fine-tuned version of [aubmindlab/bert-base-arabertv02](https://huggingface.co/aubmindlab/bert-base-arabertv02) on the None dataset.
17
  It achieves the following results on the evaluation set:
18
+ - Loss: 1.0415
19
+ - Qwk: 0.0539
20
+ - Mse: 1.0415
21
+ - Rmse: 1.0206
22
 
23
  ## Model description
24
 
 
47
 
48
  ### Training results
49
 
50
+ | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
+ |:-------------:|:------:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.0260 | 2 | 2.4913 | -0.0262 | 2.4913 | 1.5784 |
53
+ | No log | 0.0519 | 4 | 1.3073 | 0.1281 | 1.3073 | 1.1434 |
54
+ | No log | 0.0779 | 6 | 1.0373 | -0.0970 | 1.0373 | 1.0185 |
55
+ | No log | 0.1039 | 8 | 0.9465 | 0.1341 | 0.9465 | 0.9729 |
56
+ | No log | 0.1299 | 10 | 1.1284 | 0.0584 | 1.1284 | 1.0623 |
57
+ | No log | 0.1558 | 12 | 1.3139 | -0.1496 | 1.3139 | 1.1463 |
58
+ | No log | 0.1818 | 14 | 1.2068 | -0.0152 | 1.2068 | 1.0985 |
59
+ | No log | 0.2078 | 16 | 0.9170 | 0.1661 | 0.9170 | 0.9576 |
60
+ | No log | 0.2338 | 18 | 0.9001 | 0.2096 | 0.9001 | 0.9487 |
61
+ | No log | 0.2597 | 20 | 1.0496 | 0.0553 | 1.0496 | 1.0245 |
62
+ | No log | 0.2857 | 22 | 1.1889 | -0.1139 | 1.1889 | 1.0903 |
63
+ | No log | 0.3117 | 24 | 1.0317 | 0.0041 | 1.0317 | 1.0157 |
64
+ | No log | 0.3377 | 26 | 0.8298 | 0.1648 | 0.8298 | 0.9109 |
65
+ | No log | 0.3636 | 28 | 0.8078 | 0.2285 | 0.8078 | 0.8988 |
66
+ | No log | 0.3896 | 30 | 0.8773 | 0.2116 | 0.8773 | 0.9366 |
67
+ | No log | 0.4156 | 32 | 0.8665 | 0.1550 | 0.8665 | 0.9308 |
68
+ | No log | 0.4416 | 34 | 0.8941 | 0.1050 | 0.8941 | 0.9456 |
69
+ | No log | 0.4675 | 36 | 0.9367 | 0.0377 | 0.9367 | 0.9679 |
70
+ | No log | 0.4935 | 38 | 0.8887 | -0.0127 | 0.8887 | 0.9427 |
71
+ | No log | 0.5195 | 40 | 0.8604 | 0.1225 | 0.8604 | 0.9276 |
72
+ | No log | 0.5455 | 42 | 0.8287 | 0.1359 | 0.8287 | 0.9103 |
73
+ | No log | 0.5714 | 44 | 0.8066 | 0.0573 | 0.8066 | 0.8981 |
74
+ | No log | 0.5974 | 46 | 0.7735 | 0.0679 | 0.7735 | 0.8795 |
75
+ | No log | 0.6234 | 48 | 0.8151 | 0.0481 | 0.8151 | 0.9028 |
76
+ | No log | 0.6494 | 50 | 0.8329 | 0.0481 | 0.8329 | 0.9127 |
77
+ | No log | 0.6753 | 52 | 0.8153 | 0.0 | 0.8153 | 0.9030 |
78
+ | No log | 0.7013 | 54 | 0.8396 | 0.0679 | 0.8396 | 0.9163 |
79
+ | No log | 0.7273 | 56 | 0.9896 | 0.0165 | 0.9896 | 0.9948 |
80
+ | No log | 0.7532 | 58 | 1.0713 | -0.1255 | 1.0713 | 1.0350 |
81
+ | No log | 0.7792 | 60 | 0.9869 | 0.0522 | 0.9869 | 0.9934 |
82
+ | No log | 0.8052 | 62 | 0.9225 | 0.1699 | 0.9225 | 0.9605 |
83
+ | No log | 0.8312 | 64 | 1.0744 | 0.1086 | 1.0744 | 1.0365 |
84
+ | No log | 0.8571 | 66 | 1.2124 | 0.0688 | 1.2124 | 1.1011 |
85
+ | No log | 0.8831 | 68 | 1.1752 | 0.0206 | 1.1752 | 1.0840 |
86
+ | No log | 0.9091 | 70 | 0.9478 | 0.1766 | 0.9478 | 0.9735 |
87
+ | No log | 0.9351 | 72 | 0.8662 | 0.0966 | 0.8662 | 0.9307 |
88
+ | No log | 0.9610 | 74 | 0.8719 | 0.1313 | 0.8719 | 0.9337 |
89
+ | No log | 0.9870 | 76 | 0.9143 | 0.1866 | 0.9143 | 0.9562 |
90
+ | No log | 1.0130 | 78 | 0.9778 | 0.2063 | 0.9778 | 0.9888 |
91
+ | No log | 1.0390 | 80 | 0.9458 | 0.1866 | 0.9458 | 0.9725 |
92
+ | No log | 1.0649 | 82 | 0.9029 | 0.0563 | 0.9029 | 0.9502 |
93
+ | No log | 1.0909 | 84 | 0.9465 | 0.0043 | 0.9465 | 0.9729 |
94
+ | No log | 1.1169 | 86 | 1.1808 | 0.1284 | 1.1808 | 1.0867 |
95
+ | No log | 1.1429 | 88 | 1.1573 | 0.1843 | 1.1573 | 1.0758 |
96
+ | No log | 1.1688 | 90 | 1.0035 | 0.0600 | 1.0035 | 1.0017 |
97
+ | No log | 1.1948 | 92 | 0.8920 | -0.0500 | 0.8920 | 0.9444 |
98
+ | No log | 1.2208 | 94 | 0.9030 | 0.0966 | 0.9030 | 0.9503 |
99
+ | No log | 1.2468 | 96 | 1.0386 | 0.1217 | 1.0386 | 1.0191 |
100
+ | No log | 1.2727 | 98 | 1.1832 | 0.1086 | 1.1832 | 1.0878 |
101
+ | No log | 1.2987 | 100 | 1.2351 | 0.0206 | 1.2351 | 1.1113 |
102
+ | No log | 1.3247 | 102 | 1.2343 | 0.0493 | 1.2343 | 1.1110 |
103
+ | No log | 1.3506 | 104 | 1.1745 | 0.0437 | 1.1745 | 1.0837 |
104
+ | No log | 1.3766 | 106 | 1.0848 | 0.0419 | 1.0848 | 1.0415 |
105
+ | No log | 1.4026 | 108 | 1.0630 | 0.0563 | 1.0630 | 1.0310 |
106
+ | No log | 1.4286 | 110 | 1.0563 | 0.0930 | 1.0563 | 1.0278 |
107
+ | No log | 1.4545 | 112 | 1.0464 | 0.0971 | 1.0464 | 1.0230 |
108
+ | No log | 1.4805 | 114 | 1.0663 | 0.0614 | 1.0663 | 1.0326 |
109
+ | No log | 1.5065 | 116 | 1.0990 | 0.1179 | 1.0990 | 1.0483 |
110
+ | No log | 1.5325 | 118 | 1.1187 | 0.1179 | 1.1187 | 1.0577 |
111
+ | No log | 1.5584 | 120 | 1.1433 | -0.0105 | 1.1433 | 1.0693 |
112
+ | No log | 1.5844 | 122 | 1.1363 | 0.0619 | 1.1363 | 1.0660 |
113
+ | No log | 1.6104 | 124 | 1.0516 | 0.1661 | 1.0516 | 1.0255 |
114
+ | No log | 1.6364 | 126 | 0.9738 | 0.1953 | 0.9738 | 0.9868 |
115
+ | No log | 1.6623 | 128 | 0.9444 | 0.1866 | 0.9444 | 0.9718 |
116
+ | No log | 1.6883 | 130 | 0.9513 | 0.2285 | 0.9513 | 0.9753 |
117
+ | No log | 1.7143 | 132 | 0.9457 | 0.1884 | 0.9457 | 0.9725 |
118
+ | No log | 1.7403 | 134 | 0.9482 | 0.1386 | 0.9482 | 0.9737 |
119
+ | No log | 1.7662 | 136 | 0.9836 | 0.0084 | 0.9836 | 0.9918 |
120
+ | No log | 1.7922 | 138 | 0.9566 | 0.1052 | 0.9566 | 0.9780 |
121
+ | No log | 1.8182 | 140 | 0.9445 | 0.1052 | 0.9445 | 0.9718 |
122
+ | No log | 1.8442 | 142 | 0.9344 | 0.0687 | 0.9344 | 0.9667 |
123
+ | No log | 1.8701 | 144 | 0.9371 | 0.1661 | 0.9371 | 0.9681 |
124
+ | No log | 1.8961 | 146 | 0.9297 | 0.1766 | 0.9297 | 0.9642 |
125
+ | No log | 1.9221 | 148 | 0.9549 | 0.1628 | 0.9549 | 0.9772 |
126
+ | No log | 1.9481 | 150 | 0.9152 | 0.1628 | 0.9152 | 0.9567 |
127
+ | No log | 1.9740 | 152 | 0.9009 | 0.1256 | 0.9009 | 0.9491 |
128
+ | No log | 2.0 | 154 | 0.9619 | 0.1052 | 0.9619 | 0.9808 |
129
+ | No log | 2.0260 | 156 | 0.9652 | 0.1052 | 0.9652 | 0.9825 |
130
+ | No log | 2.0519 | 158 | 0.9110 | 0.1256 | 0.9110 | 0.9545 |
131
+ | No log | 2.0779 | 160 | 0.9143 | 0.1141 | 0.9143 | 0.9562 |
132
+ | No log | 2.1039 | 162 | 0.8968 | 0.1624 | 0.8968 | 0.9470 |
133
+ | No log | 2.1299 | 164 | 0.9162 | 0.0637 | 0.9162 | 0.9572 |
134
+ | No log | 2.1558 | 166 | 0.9906 | 0.0378 | 0.9906 | 0.9953 |
135
+ | No log | 2.1818 | 168 | 0.9768 | 0.0406 | 0.9768 | 0.9884 |
136
+ | No log | 2.2078 | 170 | 0.9324 | 0.1051 | 0.9324 | 0.9656 |
137
+ | No log | 2.2338 | 172 | 0.9419 | 0.1028 | 0.9419 | 0.9705 |
138
+ | No log | 2.2597 | 174 | 1.0389 | 0.1501 | 1.0389 | 1.0193 |
139
+ | No log | 2.2857 | 176 | 1.0412 | 0.1998 | 1.0412 | 1.0204 |
140
+ | No log | 2.3117 | 178 | 1.0086 | 0.2511 | 1.0086 | 1.0043 |
141
+ | No log | 2.3377 | 180 | 0.9950 | 0.3201 | 0.9950 | 0.9975 |
142
+ | No log | 2.3636 | 182 | 0.9725 | 0.1682 | 0.9725 | 0.9862 |
143
+ | No log | 2.3896 | 184 | 0.9225 | 0.2853 | 0.9225 | 0.9605 |
144
+ | No log | 2.4156 | 186 | 0.8960 | 0.2078 | 0.8960 | 0.9466 |
145
+ | No log | 2.4416 | 188 | 0.9523 | 0.2724 | 0.9523 | 0.9759 |
146
+ | No log | 2.4675 | 190 | 1.0223 | 0.1969 | 1.0223 | 1.0111 |
147
+ | No log | 2.4935 | 192 | 1.0529 | 0.1594 | 1.0529 | 1.0261 |
148
+ | No log | 2.5195 | 194 | 0.9966 | 0.2781 | 0.9966 | 0.9983 |
149
+ | No log | 2.5455 | 196 | 0.9855 | 0.2099 | 0.9855 | 0.9927 |
150
+ | No log | 2.5714 | 198 | 1.0691 | 0.1886 | 1.0691 | 1.0340 |
151
+ | No log | 2.5974 | 200 | 1.1510 | 0.1803 | 1.1510 | 1.0728 |
152
+ | No log | 2.6234 | 202 | 1.1589 | 0.1781 | 1.1589 | 1.0765 |
153
+ | No log | 2.6494 | 204 | 1.1841 | 0.2310 | 1.1841 | 1.0882 |
154
+ | No log | 2.6753 | 206 | 1.1739 | 0.1319 | 1.1739 | 1.0835 |
155
+ | No log | 2.7013 | 208 | 1.1743 | 0.1287 | 1.1743 | 1.0837 |
156
+ | No log | 2.7273 | 210 | 1.2062 | 0.1439 | 1.2062 | 1.0983 |
157
+ | No log | 2.7532 | 212 | 1.2459 | 0.1810 | 1.2459 | 1.1162 |
158
+ | No log | 2.7792 | 214 | 1.2629 | 0.1146 | 1.2629 | 1.1238 |
159
+ | No log | 2.8052 | 216 | 1.2535 | 0.1846 | 1.2535 | 1.1196 |
160
+ | No log | 2.8312 | 218 | 1.1675 | 0.0961 | 1.1675 | 1.0805 |
161
+ | No log | 2.8571 | 220 | 1.0945 | 0.0909 | 1.0945 | 1.0462 |
162
+ | No log | 2.8831 | 222 | 1.0885 | -0.0323 | 1.0885 | 1.0433 |
163
+ | No log | 2.9091 | 224 | 1.0533 | 0.0978 | 1.0533 | 1.0263 |
164
+ | No log | 2.9351 | 226 | 1.0700 | 0.1607 | 1.0700 | 1.0344 |
165
+ | No log | 2.9610 | 228 | 1.1794 | 0.0955 | 1.1794 | 1.0860 |
166
+ | No log | 2.9870 | 230 | 1.2050 | 0.1962 | 1.2050 | 1.0977 |
167
+ | No log | 3.0130 | 232 | 1.1400 | 0.1015 | 1.1400 | 1.0677 |
168
+ | No log | 3.0390 | 234 | 1.0642 | 0.1205 | 1.0642 | 1.0316 |
169
+ | No log | 3.0649 | 236 | 1.0407 | 0.0379 | 1.0407 | 1.0202 |
170
+ | No log | 3.0909 | 238 | 1.0336 | 0.0668 | 1.0336 | 1.0167 |
171
+ | No log | 3.1169 | 240 | 1.0227 | 0.1801 | 1.0227 | 1.0113 |
172
+ | No log | 3.1429 | 242 | 0.9983 | 0.1915 | 0.9983 | 0.9992 |
173
+ | No log | 3.1688 | 244 | 0.9542 | 0.0872 | 0.9542 | 0.9768 |
174
+ | No log | 3.1948 | 246 | 0.9490 | 0.1450 | 0.9490 | 0.9741 |
175
+ | No log | 3.2208 | 248 | 0.9425 | 0.1736 | 0.9425 | 0.9708 |
176
+ | No log | 3.2468 | 250 | 0.9560 | 0.2163 | 0.9560 | 0.9777 |
177
+ | No log | 3.2727 | 252 | 0.9353 | 0.1598 | 0.9353 | 0.9671 |
178
+ | No log | 3.2987 | 254 | 0.9092 | 0.1403 | 0.9092 | 0.9535 |
179
+ | No log | 3.3247 | 256 | 0.9215 | 0.1857 | 0.9215 | 0.9600 |
180
+ | No log | 3.3506 | 258 | 0.9441 | 0.2034 | 0.9441 | 0.9717 |
181
+ | No log | 3.3766 | 260 | 0.9446 | 0.0912 | 0.9446 | 0.9719 |
182
+ | No log | 3.4026 | 262 | 0.9494 | 0.1066 | 0.9494 | 0.9744 |
183
+ | No log | 3.4286 | 264 | 0.9900 | 0.0932 | 0.9900 | 0.9950 |
184
+ | No log | 3.4545 | 266 | 1.0072 | 0.0932 | 1.0072 | 1.0036 |
185
+ | No log | 3.4805 | 268 | 1.0204 | 0.0927 | 1.0204 | 1.0101 |
186
+ | No log | 3.5065 | 270 | 1.0154 | 0.1176 | 1.0154 | 1.0077 |
187
+ | No log | 3.5325 | 272 | 1.0513 | 0.1248 | 1.0513 | 1.0254 |
188
+ | No log | 3.5584 | 274 | 1.1717 | 0.1803 | 1.1717 | 1.0824 |
189
+ | No log | 3.5844 | 276 | 1.2983 | 0.1663 | 1.2983 | 1.1394 |
190
+ | No log | 3.6104 | 278 | 1.3056 | 0.1704 | 1.3056 | 1.1426 |
191
+ | No log | 3.6364 | 280 | 1.2206 | 0.2031 | 1.2206 | 1.1048 |
192
+ | No log | 3.6623 | 282 | 1.1202 | 0.1743 | 1.1202 | 1.0584 |
193
+ | No log | 3.6883 | 284 | 1.1111 | 0.1542 | 1.1111 | 1.0541 |
194
+ | No log | 3.7143 | 286 | 1.0907 | 0.2091 | 1.0907 | 1.0444 |
195
+ | No log | 3.7403 | 288 | 1.1271 | 0.1412 | 1.1271 | 1.0617 |
196
+ | No log | 3.7662 | 290 | 1.1302 | 0.1333 | 1.1302 | 1.0631 |
197
+ | No log | 3.7922 | 292 | 1.1147 | 0.2093 | 1.1147 | 1.0558 |
198
+ | No log | 3.8182 | 294 | 1.0971 | 0.1818 | 1.0971 | 1.0474 |
199
+ | No log | 3.8442 | 296 | 1.0882 | 0.0941 | 1.0882 | 1.0432 |
200
+ | No log | 3.8701 | 298 | 1.1630 | 0.1770 | 1.1630 | 1.0784 |
201
+ | No log | 3.8961 | 300 | 1.2517 | 0.1898 | 1.2517 | 1.1188 |
202
+ | No log | 3.9221 | 302 | 1.2048 | 0.1923 | 1.2048 | 1.0976 |
203
+ | No log | 3.9481 | 304 | 1.0547 | 0.0939 | 1.0547 | 1.0270 |
204
+ | No log | 3.9740 | 306 | 1.0273 | 0.1732 | 1.0273 | 1.0136 |
205
+ | No log | 4.0 | 308 | 1.0223 | 0.1662 | 1.0223 | 1.0111 |
206
+ | No log | 4.0260 | 310 | 1.0783 | 0.1389 | 1.0783 | 1.0384 |
207
+ | No log | 4.0519 | 312 | 1.0939 | 0.1699 | 1.0939 | 1.0459 |
208
+ | No log | 4.0779 | 314 | 1.1589 | 0.2012 | 1.1589 | 1.0765 |
209
+ | No log | 4.1039 | 316 | 1.2495 | 0.1275 | 1.2495 | 1.1178 |
210
+ | No log | 4.1299 | 318 | 1.2738 | 0.0982 | 1.2738 | 1.1286 |
211
+ | No log | 4.1558 | 320 | 1.3616 | 0.0655 | 1.3616 | 1.1669 |
212
+ | No log | 4.1818 | 322 | 1.2883 | 0.0732 | 1.2883 | 1.1350 |
213
+ | No log | 4.2078 | 324 | 1.1395 | 0.2014 | 1.1395 | 1.0675 |
214
+ | No log | 4.2338 | 326 | 1.0469 | 0.1175 | 1.0469 | 1.0232 |
215
+ | No log | 4.2597 | 328 | 0.9829 | 0.1472 | 0.9829 | 0.9914 |
216
+ | No log | 4.2857 | 330 | 0.9909 | 0.1310 | 0.9909 | 0.9954 |
217
+ | No log | 4.3117 | 332 | 1.0191 | 0.1533 | 1.0191 | 1.0095 |
218
+ | No log | 4.3377 | 334 | 1.0671 | 0.1107 | 1.0671 | 1.0330 |
219
+ | No log | 4.3636 | 336 | 1.1227 | 0.2651 | 1.1227 | 1.0596 |
220
+ | No log | 4.3896 | 338 | 1.1136 | 0.2651 | 1.1136 | 1.0553 |
221
+ | No log | 4.4156 | 340 | 1.0715 | 0.2420 | 1.0715 | 1.0352 |
222
+ | No log | 4.4416 | 342 | 1.0259 | 0.1168 | 1.0259 | 1.0129 |
223
+ | No log | 4.4675 | 344 | 1.0081 | 0.1099 | 1.0081 | 1.0040 |
224
+ | No log | 4.4935 | 346 | 1.0015 | 0.0752 | 1.0015 | 1.0007 |
225
+ | No log | 4.5195 | 348 | 1.0314 | 0.1720 | 1.0314 | 1.0156 |
226
+ | No log | 4.5455 | 350 | 1.0941 | 0.1831 | 1.0941 | 1.0460 |
227
+ | No log | 4.5714 | 352 | 1.1298 | 0.1689 | 1.1298 | 1.0629 |
228
+ | No log | 4.5974 | 354 | 1.1412 | 0.1689 | 1.1412 | 1.0683 |
229
+ | No log | 4.6234 | 356 | 1.0827 | 0.2374 | 1.0827 | 1.0405 |
230
+ | No log | 4.6494 | 358 | 1.0616 | 0.1198 | 1.0616 | 1.0303 |
231
+ | No log | 4.6753 | 360 | 1.1079 | 0.1066 | 1.1079 | 1.0526 |
232
+ | No log | 4.7013 | 362 | 1.1357 | 0.1226 | 1.1357 | 1.0657 |
233
+ | No log | 4.7273 | 364 | 1.2197 | 0.1705 | 1.2197 | 1.1044 |
234
+ | No log | 4.7532 | 366 | 1.2970 | 0.2004 | 1.2970 | 1.1389 |
235
+ | No log | 4.7792 | 368 | 1.2562 | 0.1884 | 1.2562 | 1.1208 |
236
+ | No log | 4.8052 | 370 | 1.1775 | 0.1948 | 1.1775 | 1.0851 |
237
+ | No log | 4.8312 | 372 | 1.0564 | 0.2359 | 1.0564 | 1.0278 |
238
+ | No log | 4.8571 | 374 | 1.0254 | 0.0943 | 1.0254 | 1.0126 |
239
+ | No log | 4.8831 | 376 | 1.0329 | 0.0943 | 1.0329 | 1.0163 |
240
+ | No log | 4.9091 | 378 | 1.1207 | 0.2303 | 1.1207 | 1.0586 |
241
+ | No log | 4.9351 | 380 | 1.1597 | 0.2234 | 1.1597 | 1.0769 |
242
+ | No log | 4.9610 | 382 | 1.0961 | 0.2303 | 1.0961 | 1.0469 |
243
+ | No log | 4.9870 | 384 | 0.9964 | 0.1641 | 0.9964 | 0.9982 |
244
+ | No log | 5.0130 | 386 | 0.9921 | 0.0431 | 0.9921 | 0.9961 |
245
+ | No log | 5.0390 | 388 | 1.0021 | 0.0790 | 1.0021 | 1.0010 |
246
+ | No log | 5.0649 | 390 | 0.9822 | 0.1874 | 0.9822 | 0.9910 |
247
+ | No log | 5.0909 | 392 | 1.0753 | 0.2404 | 1.0753 | 1.0370 |
248
+ | No log | 5.1169 | 394 | 1.1834 | 0.1697 | 1.1834 | 1.0878 |
249
+ | No log | 5.1429 | 396 | 1.1932 | 0.1697 | 1.1932 | 1.0923 |
250
+ | No log | 5.1688 | 398 | 1.1106 | 0.1514 | 1.1106 | 1.0539 |
251
+ | No log | 5.1948 | 400 | 1.0794 | 0.1196 | 1.0794 | 1.0389 |
252
+ | No log | 5.2208 | 402 | 1.1053 | 0.1106 | 1.1053 | 1.0513 |
253
+ | No log | 5.2468 | 404 | 1.1618 | 0.1923 | 1.1618 | 1.0779 |
254
+ | No log | 5.2727 | 406 | 1.2918 | 0.1492 | 1.2918 | 1.1366 |
255
+ | No log | 5.2987 | 408 | 1.4194 | 0.1754 | 1.4194 | 1.1914 |
256
+ | No log | 5.3247 | 410 | 1.4187 | 0.1829 | 1.4187 | 1.1911 |
257
+ | No log | 5.3506 | 412 | 1.3161 | 0.2110 | 1.3161 | 1.1472 |
258
+ | No log | 5.3766 | 414 | 1.1784 | 0.1287 | 1.1784 | 1.0856 |
259
+ | No log | 5.4026 | 416 | 1.1200 | 0.1076 | 1.1200 | 1.0583 |
260
+ | No log | 5.4286 | 418 | 1.1026 | 0.0852 | 1.1026 | 1.0501 |
261
+ | No log | 5.4545 | 420 | 1.1225 | 0.1326 | 1.1225 | 1.0595 |
262
+ | No log | 5.4805 | 422 | 1.1190 | 0.1326 | 1.1190 | 1.0578 |
263
+ | No log | 5.5065 | 424 | 1.1655 | 0.0986 | 1.1655 | 1.0796 |
264
+ | No log | 5.5325 | 426 | 1.2769 | 0.1764 | 1.2769 | 1.1300 |
265
+ | No log | 5.5584 | 428 | 1.2884 | 0.1846 | 1.2884 | 1.1351 |
266
+ | No log | 5.5844 | 430 | 1.2372 | 0.2440 | 1.2372 | 1.1123 |
267
+ | No log | 5.6104 | 432 | 1.1369 | 0.1018 | 1.1369 | 1.0662 |
268
+ | No log | 5.6364 | 434 | 1.0550 | 0.1413 | 1.0550 | 1.0271 |
269
+ | No log | 5.6623 | 436 | 0.9984 | 0.1033 | 0.9984 | 0.9992 |
270
+ | No log | 5.6883 | 438 | 0.9822 | 0.0330 | 0.9822 | 0.9911 |
271
+ | No log | 5.7143 | 440 | 1.0109 | 0.2387 | 1.0109 | 1.0054 |
272
+ | No log | 5.7403 | 442 | 1.0773 | 0.2147 | 1.0773 | 1.0379 |
273
+ | No log | 5.7662 | 444 | 1.1679 | 0.2150 | 1.1679 | 1.0807 |
274
+ | No log | 5.7922 | 446 | 1.1854 | 0.1961 | 1.1854 | 1.0888 |
275
+ | No log | 5.8182 | 448 | 1.1261 | 0.0806 | 1.1261 | 1.0612 |
276
+ | No log | 5.8442 | 450 | 1.1064 | 0.1430 | 1.1064 | 1.0518 |
277
+ | No log | 5.8701 | 452 | 1.0743 | 0.0806 | 1.0743 | 1.0365 |
278
+ | No log | 5.8961 | 454 | 1.0680 | 0.1755 | 1.0680 | 1.0334 |
279
+ | No log | 5.9221 | 456 | 1.0493 | 0.1818 | 1.0493 | 1.0244 |
280
+ | No log | 5.9481 | 458 | 1.0613 | 0.1634 | 1.0613 | 1.0302 |
281
+ | No log | 5.9740 | 460 | 1.0639 | 0.1940 | 1.0639 | 1.0315 |
282
+ | No log | 6.0 | 462 | 1.0756 | 0.2310 | 1.0756 | 1.0371 |
283
+ | No log | 6.0260 | 464 | 1.0670 | 0.2676 | 1.0670 | 1.0330 |
284
+ | No log | 6.0519 | 466 | 1.1068 | 0.2256 | 1.1068 | 1.0521 |
285
+ | No log | 6.0779 | 468 | 1.1056 | 0.1132 | 1.1056 | 1.0515 |
286
+ | No log | 6.1039 | 470 | 1.1372 | 0.1219 | 1.1372 | 1.0664 |
287
+ | No log | 6.1299 | 472 | 1.1385 | 0.0932 | 1.1385 | 1.0670 |
288
+ | No log | 6.1558 | 474 | 1.1323 | 0.1515 | 1.1323 | 1.0641 |
289
+ | No log | 6.1818 | 476 | 1.1243 | 0.1890 | 1.1243 | 1.0603 |
290
+ | No log | 6.2078 | 478 | 1.0759 | 0.1546 | 1.0759 | 1.0373 |
291
+ | No log | 6.2338 | 480 | 1.0202 | 0.2140 | 1.0202 | 1.0101 |
292
+ | No log | 6.2597 | 482 | 1.0011 | 0.1161 | 1.0011 | 1.0005 |
293
+ | No log | 6.2857 | 484 | 0.9991 | 0.1945 | 0.9991 | 0.9995 |
294
+ | No log | 6.3117 | 486 | 1.0256 | 0.1563 | 1.0256 | 1.0127 |
295
+ | No log | 6.3377 | 488 | 1.0305 | 0.2099 | 1.0305 | 1.0151 |
296
+ | No log | 6.3636 | 490 | 1.0490 | 0.1405 | 1.0490 | 1.0242 |
297
+ | No log | 6.3896 | 492 | 1.0939 | 0.2183 | 1.0939 | 1.0459 |
298
+ | No log | 6.4156 | 494 | 1.1238 | 0.2183 | 1.1238 | 1.0601 |
299
+ | No log | 6.4416 | 496 | 1.1288 | 0.0965 | 1.1288 | 1.0625 |
300
+ | No log | 6.4675 | 498 | 1.2163 | 0.1769 | 1.2163 | 1.1028 |
301
+ | 0.4785 | 6.4935 | 500 | 1.2161 | 0.1932 | 1.2161 | 1.1028 |
302
+ | 0.4785 | 6.5195 | 502 | 1.1036 | 0.0715 | 1.1036 | 1.0505 |
303
+ | 0.4785 | 6.5455 | 504 | 1.0267 | 0.1173 | 1.0267 | 1.0133 |
304
+ | 0.4785 | 6.5714 | 506 | 1.0247 | 0.0262 | 1.0247 | 1.0123 |
305
+ | 0.4785 | 6.5974 | 508 | 1.0032 | -0.0066 | 1.0032 | 1.0016 |
306
+ | 0.4785 | 6.6234 | 510 | 1.0415 | 0.0539 | 1.0415 | 1.0206 |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
307
 
308
 
309
  ### Framework versions